conftrace_

efficient fine-tuning

12 papers

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Co-occurring keywords

model compression (3302) large language model (13587) language model (4599) parameter efficiency (417) low-rank adaptation (560) parameter-efficient learning (53) batch sampling (14) textual graph (6) gender bia (435) speech translation (416)

Papers

One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning AACL 2025
Efficient Tuning and Inference for Large Language Models on Textual Graphs IJCAI 2024
Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning INTERSPEECH 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NIPS 2024
Transferable and Principled Efficiency for Open-Vocabulary Segmentation CVPR 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters EMNLP 2022